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A comprehensive survey on automatic facial action unit analysis
R Zhi, M Liu, D Zhang - The Visual Computer, 2020 - Springer
Abstract Facial Action Coding System is the most influential sign judgment method for facial
behavior, and it is a comprehensive and anatomical system which could encode various …
behavior, and it is a comprehensive and anatomical system which could encode various …
Aunet: Learning relations between action units for face forgery detection
Face forgery detection becomes increasingly crucial due to the serious security issues
caused by face manipulation techniques. Recent studies in deepfake detection have yielded …
caused by face manipulation techniques. Recent studies in deepfake detection have yielded …
Learning multi-dimensional edge feature-based au relation graph for facial action unit recognition
The activations of Facial Action Units (AUs) mutually influence one another. While the
relationship between a pair of AUs can be complex and unique, existing approaches fail to …
relationship between a pair of AUs can be complex and unique, existing approaches fail to …
Facial action unit detection with transformers
Abstract The Facial Action Coding System is a taxonomy for fine-grained facial expression
analysis. This paper proposes a method for detecting Facial Action Units (FAU), which …
analysis. This paper proposes a method for detecting Facial Action Units (FAU), which …
Gpt as psychologist? preliminary evaluations for gpt-4v on visual affective computing
Multimodal large language models (MLLMs) are designed to process and integrate
information from multiple sources such as text speech images and videos. Despite its …
information from multiple sources such as text speech images and videos. Despite its …
Auformer: Vision transformers are parameter-efficient facial action unit detectors
Abstract Facial Action Units (AU) is a vital concept in the realm of affective computing, and
AU detection has always been a hot research topic. Existing methods suffer from overfitting …
AU detection has always been a hot research topic. Existing methods suffer from overfitting …
JAA-Net: Joint facial action unit detection and face alignment via adaptive attention
Facial action unit (AU) detection and face alignment are two highly correlated tasks, since
facial landmarks can provide precise AU locations to facilitate the extraction of meaningful …
facial landmarks can provide precise AU locations to facilitate the extraction of meaningful …
Facial affective behavior analysis with instruction tuning
Facial affective behavior analysis (FABA) is crucial for understanding human mental states
from images. However, traditional approaches primarily deploy models to discriminate …
from images. However, traditional approaches primarily deploy models to discriminate …
Local relationship learning with person-specific shape regularization for facial action unit detection
Encoding individual facial expressions via action units (AUs) coded by the Facial Action
Coding System (FACS) has been found to be an effective approach in resolving the …
Coding System (FACS) has been found to be an effective approach in resolving the …
Facial action unit detection using attention and relation learning
Attention mechanism has recently attracted increasing attentions in the field of facial action
unit (AU) detection. By finding the region of interest of each AU with the attention …
unit (AU) detection. By finding the region of interest of each AU with the attention …